Overview

Dataset statistics

Number of variables5
Number of observations100
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.2 KiB
Average record size in memory43.3 B

Variable types

Categorical4
Numeric1

Alerts

Survey_Date_YY has constant value ""Constant

Reproduction

Analysis started2023-12-10 09:43:32.134755
Analysis finished2023-12-10 09:43:33.033434
Duration0.9 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Survey_Date_YY
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
2017
100 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2017
2nd row2017
3rd row2017
4th row2017
5th row2017

Common Values

ValueCountFrequency (%)
2017 100
100.0%

Length

2023-12-10T18:43:33.140615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:43:33.317171image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2017 100
100.0%

Country_CD
Categorical

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
au
63 
gb
37 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowau
2nd rowau
3rd rowau
4th rowau
5th rowau

Common Values

ValueCountFrequency (%)
au 63
63.0%
gb 37
37.0%

Length

2023-12-10T18:43:33.496526image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:43:33.703999image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
au 63
63.0%
gb 37
37.0%

Perfomance_Info_NM
Categorical

Distinct9
Distinct (%)9.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
awards
20 
mama
15 
gaon
13 
kcon
12 
music
9 
Other values (4)
31 

Length

Max length7
Median length6
Mean length4.74
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowawards
2nd rowawards
3rd rowawards
4th rowawards
5th rowawards

Common Values

ValueCountFrequency (%)
awards 20
20.0%
mama 15
15.0%
gaon 13
13.0%
kcon 12
12.0%
music 9
9.0%
concert 8
 
8.0%
mma 8
 
8.0%
social 8
 
8.0%
mbc 7
 
7.0%

Length

2023-12-10T18:43:33.910211image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-10T18:43:34.151207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
awards 20
20.0%
mama 15
15.0%
gaon 13
13.0%
kcon 12
12.0%
music 9
9.0%
concert 8
 
8.0%
mma 8
 
8.0%
social 8
 
8.0%
mbc 7
 
7.0%

Country_Perfomance_Info_KEY_W
Categorical

Distinct35
Distinct (%)35.0%
Missing0
Missing (%)0.0%
Memory size932.0 B
bts
13 
kpop
10 
youtube
9 
music
6 
amp
6 
Other values (30)
56 

Length

Max length11
Median length9
Mean length5.11
Min length3

Unique

Unique14 ?
Unique (%)14.0%

Sample

1st rowalbum
2nd rowawards
3rd rowblackpink
4th rowbts
5th rowbtstwt

Common Values

ValueCountFrequency (%)
bts 13
 
13.0%
kpop 10
 
10.0%
youtube 9
 
9.0%
music 6
 
6.0%
amp 6
 
6.0%
awards 6
 
6.0%
melon 4
 
4.0%
exo 4
 
4.0%
btstwt 3
 
3.0%
korean 3
 
3.0%
Other values (25) 36
36.0%

Length

2023-12-10T18:43:34.423874image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
bts 13
 
13.0%
kpop 10
 
10.0%
youtube 9
 
9.0%
music 6
 
6.0%
amp 6
 
6.0%
awards 6
 
6.0%
melon 4
 
4.0%
exo 4
 
4.0%
btstwt 3
 
3.0%
korean 3
 
3.0%
Other values (25) 36
36.0%

Keyword_FQ
Real number (ℝ)

Distinct37
Distinct (%)37.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.76
Minimum1
Maximum91
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-10T18:43:34.695632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q14
median10
Q319.25
95-th percentile54.5
Maximum91
Range90
Interquartile range (IQR)15.25

Descriptive statistics

Standard deviation17.828657
Coefficient of variation (CV)1.13126
Kurtosis4.9760105
Mean15.76
Median Absolute Deviation (MAD)6
Skewness2.1740748
Sum1576
Variance317.86101
MonotonicityNot monotonic
2023-12-10T18:43:34.954707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%)
4 14
 
14.0%
2 9
 
9.0%
5 6
 
6.0%
12 6
 
6.0%
10 5
 
5.0%
6 5
 
5.0%
3 4
 
4.0%
14 4
 
4.0%
7 4
 
4.0%
11 3
 
3.0%
Other values (27) 40
40.0%
ValueCountFrequency (%)
1 2
 
2.0%
2 9
9.0%
3 4
 
4.0%
4 14
14.0%
5 6
6.0%
6 5
 
5.0%
7 4
 
4.0%
8 3
 
3.0%
9 1
 
1.0%
10 5
 
5.0%
ValueCountFrequency (%)
91 1
1.0%
80 1
1.0%
71 1
1.0%
65 1
1.0%
64 1
1.0%
54 1
1.0%
48 1
1.0%
46 1
1.0%
38 2
2.0%
37 2
2.0%

Interactions

2023-12-10T18:43:32.563001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-10T18:43:35.119936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Country_CDPerfomance_Info_NMCountry_Perfomance_Info_KEY_WKeyword_FQ
Country_CD1.0000.4880.0000.287
Perfomance_Info_NM0.4881.0000.5030.346
Country_Perfomance_Info_KEY_W0.0000.5031.0000.000
Keyword_FQ0.2870.3460.0001.000
2023-12-10T18:43:35.330357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Country_CDPerfomance_Info_NMCountry_Perfomance_Info_KEY_W
Country_CD1.0000.4710.000
Perfomance_Info_NM0.4711.0000.166
Country_Perfomance_Info_KEY_W0.0000.1661.000
2023-12-10T18:43:35.535714image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Keyword_FQCountry_CDPerfomance_Info_NMCountry_Perfomance_Info_KEY_W
Keyword_FQ1.0000.2370.0950.000
Country_CD0.2371.0000.4710.000
Perfomance_Info_NM0.0950.4711.0000.166
Country_Perfomance_Info_KEY_W0.0000.0000.1661.000

Missing values

2023-12-10T18:43:32.776187image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-10T18:43:32.963652image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

Survey_Date_YYCountry_CDPerfomance_Info_NMCountry_Perfomance_Info_KEY_WKeyword_FQ
02017auawardsalbum5
12017auawardsawards27
22017auawardsblackpink4
32017auawardsbts16
42017auawardsbtstwt4
52017auawardskorean3
62017auawardskpop4
72017auawardsmelon14
82017auawardsmusic21
92017auawardsyoutube16
Survey_Date_YYCountry_CDPerfomance_Info_NMCountry_Perfomance_Info_KEY_WKeyword_FQ
902017gbkconkpop3
912017gbkconperform2
922017gbkconyoutube4
932017gbmamaamp10
942017gbmamabts80
952017gbmamajackson14
962017gbmamakpop7
972017gbmamamama65
982017gbmamamamamoo31
992017gbmamayoutube37